Edge Python
dylan-sutton-chavez/edge-python
Write, run, test and package Edge Python programs with the edge CLI.
A skill your agent uses when integrating crates or ecosystem questions.
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystem --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/m11-ecosystem .claude/skills/m11-ecosystem && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .claude/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystemType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystem --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/m11-ecosystem .agents/skills/m11-ecosystem && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .agents/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystem --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/m11-ecosystem .cursor/skills/m11-ecosystem && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .cursor/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/fjrevoredo/mini-diarium.git --path .agents/skills/m11-ecosystem--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystem --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/m11-ecosystem .gemini/skills/m11-ecosystem && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .gemini/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystemInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/m11-ecosystem .github/skills/m11-ecosystem && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .github/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install fjrevoredo/mini-diarium m11-ecosystem --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fjrevoredo/mini-diarium.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/m11-ecosystem .opencode/skills/m11-ecosystem && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "m11-ecosystem" agent skill from https://github.com/fjrevoredo/mini-diarium/tree/master/.agents/skills/m11-ecosystem into .opencode/skills/m11-ecosystem/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m11-ecosystem", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
m11-ecosystemA skill your agent uses when integrating crates or ecosystem questions.
M11 Ecosystem is an agent skill from fjrevoredo/mini-diarium. Use when integrating crates or ecosystem questions. Keywords: E0425, E0433, E0603, crate, cargo, dependency, feature flag, workspace, which crate to use, using external C libraries, creating Python extensions, PyO3, wasm, WebAssembly, bindgen, cbindgen, napi-rs, cannot find, private, crate recommendation, best crate for, Cargo.toml, features, crate 推荐, 依赖管理, 特性标志, 工作空间, Python 绑定
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with WebAssembly, Rust and Python. The repository describes itself as: A local-only journal with serious encryption. Free, open source, and never touches the internet. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit eed457f. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
cargoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
M11 Ecosystem loads about 1.1k tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 369 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from fjrevoredo/mini-diarium at commit eed457f, republished under its MIT licence (© fjrevoredo). 369 words, ~1,111 tokens.
.claude/skills/m11-ecosystem/SKILL.md (or your agent's skills folder).!grep -A 100 '^\[dependencies\]' Cargo.toml 2>/dev/null | head -30 || echo "No Cargo.toml found"
Layer 2: Design Choices
What's the right crate for this job, and how should it integrate?
Before adding dependencies:
| Need | Choice | Crates |
|---|---|---|
| Serialization | Derive-based | serde, serde_json |
| Async runtime | tokio or async-std | tokio (most popular) |
| HTTP client | Ergonomic | reqwest |
| HTTP server | Modern | axum, actix-web |
| Database | SQL or ORM | sqlx, diesel |
| CLI parsing | Derive-based | clap |
| Error handling | App vs lib | anyhow, thiserror |
| Logging | Facade | tracing, log |
Before adding a dependency:
Is it well-maintained?
What's the scope?
How does it integrate?
To domain constraints (Layer 3):
"Which HTTP framework should I use?"
↑ Ask: What are the performance requirements?
↑ Check: domain-web (latency, throughput needs)
↑ Check: Team expertise (familiarity with framework)| Question | Trace To | Ask |
|---|---|---|
| Framework choice | domain-* | What constraints matter? |
| Library vs build | domain-* | What's the deployment model? |
| API design | domain-* | Who are the consumers? |
To implementation (Layer 1):
"Integrate external crate"
↓ m04-zero-cost: Trait bounds and generics
↓ m06-error-handling: Error type compatibility
"FFI integration"
↓ unsafe-checker: Safety requirements
↓ m12-lifecycle: Resource cleanup| Integration | Crate/Tool | Use Case |
|---|---|---|
| C/C++ → Rust | bindgen | Auto-generate bindings |
| Rust → C | cbindgen | Export C headers |
| Python ↔ Rust | pyo3 | Python extensions |
| Node.js ↔ Rust | napi-rs | Node addons |
| WebAssembly | wasm-bindgen | Browser/WASI |
| Feature | Purpose |
|---|---|
[features] | Optional functionality |
default = [...] | Default features |
feature = "serde" | Conditional deps |
[workspace] | Multi-crate projects |
| Error | Cause | Fix |
|---|---|---|
| E0433 | Can't find crate | Add to Cargo.toml |
| E0603 | Private item | Check crate docs |
| Feature not enabled | Optional feature | Enable in features |
| Version conflict | Incompatible deps | cargo update or pin |
| Duplicate types | Different crate versions | Unify in workspace |
| Criterion | Good Sign | Warning Sign |
|---|---|---|
| Maintenance | Recent commits | Years inactive |
| Community | Active issues/PRs | No response |
| Documentation | Examples, API docs | Minimal docs |
| Stability | Semantic versioning | Frequent breaking |
| Dependencies | Minimal, well-known | Heavy, obscure |
| Anti-Pattern | Why Bad | Better |
|---|---|---|
extern crate | Outdated (2018+) | Just use |
#[macro_use] | Global pollution | Explicit import |
Wildcard deps * | Unpredictable | Specific versions |
| Too many deps | Supply chain risk | Evaluate necessity |
| Vendoring everything | Maintenance burden | Trust crates.io |
| When | See |
|---|---|
| Error type design | m06-error-handling |
| Trait integration | m04-zero-cost |
| FFI safety | unsafe-checker |
| Resource management | m12-lifecycle |
© fjrevoredo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/m11-ecosystem of fjrevoredo/mini-diarium.
Open the folder on GitHubat commit eed457f
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in fjrevoredo/mini-diarium, which our catalogue first saw on October 7, 2026.
M11 Ecosystem next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| M11 Ecosystem this skillfjrevoredo/mini-diarium | 308 | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Edge Pythondylan-sutton-chavez/edge-python | 273 | — | ~11k | Automated safety check: Pass | Custom licence | |
| Test Runnernoumena-labs/Sipp | 121 | — | ~854 | Automated safety check: Pass | Apache-2.0 | |
| Daemon Devnteract/nteract | 179 | — | ~3k | Automated safety check: Pass | BSD-3-Clause | |
| Check Loanwordayutaz/piper-plus | 230 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Check Runtime Parityayutaz/piper-plus | 230 | — | ~972 | Automated safety check: Pass | MIT |
dylan-sutton-chavez/edge-python
Write, run, test and package Edge Python programs with the edge CLI.
noumena-labs/Sipp
Runs the narrowest relevant tests to validate changes. An agent skill from noumena-labs/Sipp.
nteract/nteract
Develop, debug, and manage the runtimed daemon, Python bindings, and build system.
ayutaz/piper-plus
ZH-EN code-switching loanword の同期と forward-compat を 1 コマンドで検査。zhenloanword.json を編集したり 5 ランタイムのいずれかに新規エントリを追加する前後に呼ぶ。Python source を canonical とし、Rust×2 / Go / C / WASM / C++ の 6 mirror + Python…
ayutaz/piper-plus
推論パスの canonical Python (exportonnx.py / vits/models.py:VitsModel.infer) を変更した PR で、6 ランタイム (Python runtime / Rust / Go / C / C++ / WASM) の inference path が追随しているかを git diff で確認。PR
ayutaz/piper-plus
9 パッケージ × 5 レジストリの version bump と関連ファイル更新 (Cargo.lock / package-lock.json / Swift checksum / CHANGELOG 昇格) を 1 コマンドで適用案にする read-mostly skill。release-prep (確認用) の続きに呼び、 実 bump 差分の markdown 提案 + 順序付き…
fjrevoredo/mini-diarium
Create, update, review, and execute manual Markdown implementation plans when harness planning mode is not being used.
fjrevoredo/mini-diarium
CRITICAL: Use for performance optimization. An agent skill from fjrevoredo/mini-diarium.
fjrevoredo/mini-diarium
SolidJS framework development skill for building reactive web applications with fine-grained reactivity.
fjrevoredo/mini-diarium
Tauri v2 cross-platform app development with Rust backend. An agent skill from fjrevoredo/mini-diarium.
fjrevoredo/mini-diarium
Enter exploration mode: a thinking partner for researching and thinking through ideas and problems before implementation.
fjrevoredo/mini-diarium
A skill your agent uses when asking about Rust code style or best practices.
Works with
A skill your agent uses when integrating crates or ecosystem questions. M11 Ecosystem is an agent skill from fjrevoredo/mini-diarium. Use when integrating crates or ecosystem questions.
M11 Ecosystem fits situations like: integrating crates; ecosystem questions.
Run `npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a claude-code`. Or copy the skill folder (.agents/skills/m11-ecosystem in fjrevoredo/mini-diarium) into .claude/skills/m11-ecosystem in your project. Claude Code loads it when a task matches its description.
Run `npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a codex`. Or copy the skill folder (.agents/skills/m11-ecosystem in fjrevoredo/mini-diarium) into .agents/skills/m11-ecosystem in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add fjrevoredo/mini-diarium --skill m11-ecosystem -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/m11-ecosystem, .gemini/skills/m11-ecosystem, .github/skills/m11-ecosystem and .opencode/skills/m11-ecosystem in your project.
Going by SKILL.md and its folder, M11 Ecosystem needs the command-line tools its instructions call (cargo). Our summary lists: Python 3; Node.js.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
M11 Ecosystem is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with M11 Ecosystem: Edge Python (dylan-sutton-chavez/edge-python, 273 stars), Test Runner (noumena-labs/Sipp, 121 stars), Daemon Dev (nteract/nteract, 179 stars) and Check Loanword (ayutaz/piper-plus, 230 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
fjrevoredo (a GitHub user) maintains it in fjrevoredo/mini-diarium, which has 308 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on October 9, 2026.
Source: fjrevoredo/mini-diarium on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.